Split muffins and toast the cut side.
Spread with chili sauce; combine salt, pepper, and oregano and sprinkle over.
Cut each sausage link in fourths and place polka-dot fashion over muffins.
Top with cheese.
Broil 4 inches from heat until hot through, about 2 to 3 minutes.